Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008771

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004991

distance 0.274

#2 · Beedcell 4700009052

distance 0.29

#3 · Buldhanacell 4720001581

distance 0.29 · cross-district

#4 · Beedcell 4700008613

distance 0.299

#5 · Punecell 4900001228

distance 0.301 · cross-district

#6 · Beedcell 4700006742

distance 0.305

#7 · Chhatrapati Sambhajinagarcell 4690004124

distance 0.311 · cross-district

#8 · Sanglicell 4930001598

distance 0.314 · cross-district

#9 · Laturcell 4810004096

distance 0.314 · cross-district

#10 · Chandrapurcell 4730001989

distance 0.319 · cross-district

#11 · Beedcell 4700005453

distance 0.32

#12 · Sanglicell 4930003805

distance 0.321 · cross-district

#13 · Solapurcell 4960007108

distance 0.329 · cross-district

#14 · Beedcell 4700009036

distance 0.332

#15 · Beedcell 4700003145

distance 0.335

#16 · Nandedcell 4850002535

distance 0.337 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004767

distance 0.338 · cross-district

#18 · Sanglicell 4930002746

distance 0.344 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700008771}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.